基本信息
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Bio
I've led algorithmic co-design teams that optimize AI supercomputers for large-scale training and inferencing. This work includes multiple initiatives taking cutting-edge innovations like narrow-precision data types and sparsity into AI clouds at scale production, including Project Brainwave and the Maia accelerator.
I also co-founded and led the OCP MX consortium that standardized the industry’s first set of 4- and 6-bit data types for AI, along with major industry partners such as NVIDIA, AMD, Microsoft, and Meta. With over a decade of R&D experience in AI hardware, software, and algorithmic co-design, I'm passionate about pushing the limits of AI infrastructure and research. I’m effective at cross-team collaboration, and enjoy coaching and leading high-performing teams.
I also co-founded and led the OCP MX consortium that standardized the industry’s first set of 4- and 6-bit data types for AI, along with major industry partners such as NVIDIA, AMD, Microsoft, and Meta. With over a decade of R&D experience in AI hardware, software, and algorithmic co-design, I'm passionate about pushing the limits of AI infrastructure and research. I’m effective at cross-team collaboration, and enjoy coaching and leading high-performing teams.
Research Interests
Papers共 70 篇Author StatisticsCo-AuthorSimilar Experts
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IEEE DESIGN & TESTno. 2 (2024): 23-31
IEEE design & testno. 2 (2024): 23-31
CoRR (2023)
Bita Rouhani,Ritchie Zhao,Venmugil Elango,Rasoul Shafipour,Mathew Hall,Maral Mesmakhosroshahi,Ankit More, Levi Melnick,Maximilian Golub,Girish Varatkar, Lei Shao, Gaurav Kolhe,
user-5f8cf9244c775ec6fa691c99(2020)
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user-5f8cf9244c775ec6fa691c99(2020)
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CoRR (2020)
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